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cs.CL2025
Semantic and Structural Analysis of Implicit Biases in Large Language Models: An Interpretable Approach
Renhan Zhang, Lian Lian, Zhen Qi +1
This paper addresses the issue of implicit stereotypes that may arise during the generation process of large language models. It proposes an interpretable bias detection method aim…
cs.CL2025★ 1 cited
Transferable Modeling Strategies for Low-Resource LLM Tasks: A Prompt and Alignment-Based Approach
Shuangquan Lyu, Yingnan Deng, Guiran Liu +2
This paper addresses the limited transfer and adaptation capabilities of large language models in low-resource language scenarios. It proposes a unified framework that combines a k…